Quartet: Native FP4 Training Can Be Optimal for Large Language Models Paper • 2505.14669 • Published May 20 • 77
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation Paper • 2401.04679 • Published Jan 9, 2024 • 2
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations Paper • 2502.05003 • Published Feb 7 • 43
HALO: Hadamard-Assisted Lossless Optimization for Efficient Low-Precision LLM Training and Fine-Tuning Paper • 2501.02625 • Published Jan 5 • 16